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07/09/2021
Sketching and Sequence Alignment: A Rate-Distortion Perspective
Pairwise alignment of DNA sequencing data is a ubiquitous task in bioinf...
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04/20/2021
Knowledge Distillation as Semiparametric Inference
A popular approach to model compression is to train an inexpensive stude...
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11/09/2020
Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment
Pairwise alignment of DNA sequencing data is a ubiquitous task in bioinf...
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05/21/2018
Adaptive Monte-Carlo Optimization
The celebrated Monte Carlo method estimates a quantity that is expensive...
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11/02/2017
